Linear Regression in Python Jupyter Notebook - Part 2

Опубликовано: 30 Ноябрь 2019
на канале: Yiannis Pitsillides

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Data Preprocessing Techniques. Learn how to run Multiple Linear Regression Analysis using Python from scratch! Learn the process of Machine Learning and all the tasks / steps you must undertake. Then, learn how to apply them using some dummy data and a Multiple Linear Regression Algorithm in Python using scikit (SKLearn) library.

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Part 1 Link:    • How to Run Linear Regression in Pytho...
Part 2 Link:    • Linear Regression in Python Jupyter N...
Part 3 Link:    • Machine Learning Linear Regression Py...

Linear Regression in Python Jupyter Notebook

Tutorial Overview
Video 1:
1. What is Machine Learning?
2. Process of Machine Learning
3. Problem Formulation Phase
Video 2:
4. Loading the Raw Data
5. Data Preprocessing
• EDA – Exploratory Data ANalysis
• Data Cleaning
• Feature Selection
6. Splitting the Raw Data
Video 3:
7. What is Linear Regression Analysis
8. Running Regression
9. Evaluating the Model
10. How to use our Linear Regression model

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Seaborn Tutorial:
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Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow Book:
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